Principal Warps: Thin-Plate Splines and the Decomposition of Deformations

Authors:
F. L. Bookstein
Affiliations:
-
Venue:
IEEE Transactions on Pattern Analysis and Machine Intelligence
Year:
1989

Citing 3
Cited 357

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Expression transfer for facial sketch animation

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Automatic segmentation of cardiac CTs - personalized atrial models augmented with electrophysiological structures

FIMH'11 Proceedings of the 6th international conference on Functional imaging and modeling of the heart
Slice-based combination of rest and dobutamine-stress cardiac MRI using a statistical motion model to identify myocardial infarction: validation against contrast-enhanced MRI

FIMH'11 Proceedings of the 6th international conference on Functional imaging and modeling of the heart
Sensitivity analysis of mesh warping and subsampling strategies for generating large scale electrophysiological simulation data

FIMH'11 Proceedings of the 6th international conference on Functional imaging and modeling of the heart
Efficient hyperelastic regularization for registration

SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
An automated system for the detection and diagnosis of kidney lesions in children from scintigraphy images

SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
Automatic compartment modelling and segmentation for dynamical renal scintigraphies

SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
LSCM based non-rigid registration for craniofacial surfaces

HCII'11 Proceedings of the 14th international conference on Human-computer interaction: design and development approaches - Volume Part I
Freeform vector graphics with controlled thin-plate splines

Proceedings of the 2011 SIGGRAPH Asia Conference
TexToons: practical texture mapping for hand-drawn cartoon animations

Proceedings of the ACM SIGGRAPH/Eurographics Symposium on Non-Photorealistic Animation and Rendering
Reconstruction of 4D-CT from a single free-breathing 3D-CT by spatial-temporal image registration

IPMI'11 Proceedings of the 22nd international conference on Information processing in medical imaging
Monocular Template-based Reconstruction of Inextensible Surfaces

International Journal of Computer Vision
Automatic generation of subject-based image transitions

ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
Predictive modeling of cardiac fiber orientation using the knutsson mapping

MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part II
Identification of paediatric tuberculosis from airway shape features

MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part III
Automatic extraction of 3d dynamic left ventricle model from 2d rotational angiocardiogram

MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part III
A localization framework under non-rigid deformation for robotic surgery

ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
A morphological atlas of prostate's zonal anatomy for construction of realistic digital and physical phantoms

MICCAI'11 Proceedings of the 2011 international conference on Prostate cancer imaging: image analysis and image-guided interventions
Fusion of MRI to 3D TRUS for mechanically-assisted targeted prostate biopsy: system design and initial clinical experience

MICCAI'11 Proceedings of the 2011 international conference on Prostate cancer imaging: image analysis and image-guided interventions
Learning statistical correlation of prostate deformations for fast registration

MLMI'11 Proceedings of the Second international conference on Machine learning in medical imaging
Landmark optimization using local curvature for point-based nonlinear rodent brain image registration

Journal of Biomedical Imaging - Special issue on MRI in Neurosciences
Intrinsic nonlinear multiscale image decomposition: A 2D empirical mode decomposition-like tool

Computer Vision and Image Understanding
Shape based local thresholding for binarization of document images

Pattern Recognition Letters
Scene reconstruction and visualization from internet photo collections

Scene reconstruction and visualization from internet photo collections
Multicage image deformation on GPU

Proceedings of the 10th International Conference on Virtual Reality Continuum and Its Applications in Industry
General pose face recognition using frontal face model

CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Shape retrieval using shape contexts and cyclic dynamic time warping

ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
Spline embedding for nonlinear dimensionality reduction

ECML'06 Proceedings of the 17th European conference on Machine Learning
Open-Curve shape correspondence without endpoint correspondence

MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Reconstruction of patient-specific 3D bone surface from 2D calibrated fluoroscopic images and point distribution model

MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
A new closed-form information metric for shape analysis

MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Nonparametric fingerprint deformation modelling

CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
Example based non-rigid shape detection

ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
Transferring a labeled generic rig to animate face models

AMDO'06 Proceedings of the 4th international conference on Articulated Motion and Deformable Objects
Automatic pose correction for local feature-based face authentication

AMDO'06 Proceedings of the 4th international conference on Articulated Motion and Deformable Objects
Elastic image registration using attractive and repulsive particle swarm optimization

SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
Towards a comprehensive geometric model of the heart

FIMH'05 Proceedings of the Third international conference on Functional Imaging and Modeling of the Heart
Evaluation of two free form deformation based motion estimators in cardiac and chest imaging

FIMH'05 Proceedings of the Third international conference on Functional Imaging and Modeling of the Heart
Non-rigid tracking using 2-d meshes

ACIVS'05 Proceedings of the 7th international conference on Advanced Concepts for Intelligent Vision Systems
A framework for registration, statistical characterization and classification of cortically constrained functional imaging data

IPMI'05 Proceedings of the 19th international conference on Information Processing in Medical Imaging
Investigation of the biomechanic function of cruciate ligaments using kinematics and geometries from a living subject during step up/down motor task

ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part IV
Investigating cortical variability using a generic gyral model

MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
Fast elastic registration for adaptive radiotherapy

MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
Automatic point landmark matching for regularizing nonlinear intensity registration: application to thoracic CT images

MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
Constructing a probabilistic model for automated liver region segmentation using non-contrast x-ray torso CT images

MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
Use of a dense surface point distribution model in a three-stage anatomical shape reconstruction from sparse information for computer assisted orthopaedic surgery: a preliminary study

ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
Robust and accurate reconstruction of patient-specific 3d surface models from sparse point sets: a sequential three-stage trimmed optimization approach

Miar'06 Proceedings of the Third international conference on Medical Imaging and Augmented Reality
The Non-parametric Sub-pixel Local Point Spread Function Estimation Is a Well Posed Problem

International Journal of Computer Vision
Creative cartoon face synthesis system for mobile entertainment

PCM'05 Proceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part II
Simultaneous nonrigid registration of multiple point sets and atlas construction

ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
Automatic generation technique of three-dimensional model corresponding to individual vessels

ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part V
Principal deformations of fingerprints

AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Image deformation using velocity fields: an exact solution

ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
A hybrid approach to extracting tooth models from CT volumes

IMA'05 Proceedings of the 11th IMA international conference on Mathematics of Surfaces
Building a 3d morphable face model by using thin plate splines for face reconstruction

SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
Pre-organizing Shape Instances for Landmark-Based Shape Correspondence

International Journal of Computer Vision
Feature-Based Deformable Surface Detection with Self-Occlusion Reasoning

International Journal of Computer Vision
Automatic 3d face model reconstruction using one image

IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis
Curvilinear structure based mammographic registration

CVBIA'05 Proceedings of the First international conference on Computer Vision for Biomedical Image Applications
Registration of brain MR images using feature information of structural elements

PCM'05 Proceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part I
SIFT and shape context for feature-based nonlinear registration of thoracic CT images

CVAMIA'06 Proceedings of the Second ECCV international conference on Computer Vision Approaches to Medical Image Analysis
3D statistical shape modeling of long bones

WBIR'06 Proceedings of the Third international conference on Biomedical Image Registration
Point-Based registration with known correspondence: closed form optimal solutions and properties

WBIR'06 Proceedings of the Third international conference on Biomedical Image Registration
Semi-automatic segmentation of fractured pelvic bones for surgical planning

ISBMS'10 Proceedings of the 5th international conference on Biomedical Simulation
Multi-view texturing of imprecise mesh

ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
Associating minutiae between distorted fingerprints using minimal spanning tree

ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part II
An automatic method of building 3d morphable face model

IWBRS'05 Proceedings of the 2005 international conference on Advances in Biometric Person Authentication
Bounded distortion mapping spaces for triangular meshes

ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Bayesian image and pattern reconstruction from incomplete and noisy data

Pattern Recognition and Image Analysis
Registering sets of points using Bayesian regression

Neurocomputing
Simple formulas for quasiconformal plane deformations

ACM Transactions on Graphics (TOG)
Automated PET-guided liver segmentation from low-contrast CT volumes using probabilistic atlas

Computer Methods and Programs in Biomedicine
Empirical mode decomposition on surfaces

Graphical Models
Spaces and manifolds of shapes in computer vision: An overview

Image and Vision Computing
Face-based multiple instance analysis for smart electronics billboard

Multimedia Tools and Applications
Data-Driven Object Manipulation in Images

Computer Graphics Forum
Reliable Adaptive Modelling of Vascular Structures with Non-Circular Cross-Sections

Computer Graphics Forum
IVUS-histology image registration

WBIR'12 Proceedings of the 5th international conference on Biomedical Image Registration
Elastic image registration for guiding focal laser ablation of prostate cancer: Preliminary results

Computer Methods and Programs in Biomedicine
Fake finger detection based on thin-plate spline distortion model

ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Landmark-based non-rigid registration via graph cuts

ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Image registration by normalized mapping

Neurocomputing
Parametric manifold of an object under different viewing directions

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Data-Driven breast decompression and lesion mapping from digital breast tomosynthesis

MICCAI'12 Proceedings of the 15th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Hierarchical attribute-guided symmetric diffeomorphic registration for MR brain images

MICCAI'12 Proceedings of the 15th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
In defence of RANSAC for outlier rejection in deformable registration

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Feature based image registration using non-degenerate pixels

Signal Processing
Reinforcement of keypoint matching by co-segmentation in object retrieval: face recognition case study

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
A mapping method for 3D satellite and sensor images using a road extraction algorithm for occlusion processing of virtual targets

International Journal of Computer Applications in Technology
Sketch-based design for green geometry and image deformation

Multimedia Tools and Applications
A hierarchical dense deformable model for 3D face reconstruction from skull

Multimedia Tools and Applications
"Wow! you are so beautiful today!"

Proceedings of the 21st ACM international conference on Multimedia
"Wow! you are so beautiful today!"

Proceedings of the 21st ACM international conference on Multimedia
A stereo six-band motion picture capturing using 4K digital cinema camera

ACM SIGGRAPH 2013 Posters
Scale and Object Aware Image Thumbnailing

International Journal of Computer Vision
Elastic image registration using hierarchical spatially based mean shift

Computers in Biology and Medicine
Robust diffeomorphic mapping via geodesically controlled active shapes

Journal of Biomedical Imaging
Joint learning of appearance and transformation for predicting brain MR image registration

IPMI'13 Proceedings of the 23rd international conference on Information Processing in Medical Imaging
Experimental determination of intrinsic drosophila embryo coordinates by evolutionary computation

PRIB'13 Proceedings of the 8th IAPR international conference on Pattern Recognition in Bioinformatics
Invariant representation of facial expressions for blended expression recognition on unknown subjects

Computer Vision and Image Understanding
Spline-Based Hybrid Image Registration using Landmark and Intensity Information based on Matrix-Valued Non-radial Basis Functions

International Journal of Computer Vision
Multiresolution Image Registration in Digital X-Ray Angiography with Intensity Variation Modeling

Journal of Medical Systems

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Abstract

The decomposition of deformations by principal warps is demonstrated. The method is extended to deal with curving edges between landmarks. This formulation is related to other applications of splines current in computer vision. How they might aid in the extraction of features for analysis, comparison, and diagnosis of biological and medical images in indicated.